article · IEEE Transactions on Knowledge and Data Engineering · 1996
Handling discovered structure in database systems
John F. Roddick, Noel Craske, T.J. Richards
Cited by 18Abstract and details only
Abstract
Most database systems research assumes that the database schema is determined by a database administrator. With the recent increase in interest in knowledge discovery from databases and the predicted increase in the volume of data expected to be stored it is appropriate to reexamine this assumption and investigate how derived or induced, rather than database administrator supplied, structure can be accommodated and used by database systems. The paper investigates some of the characteristics of inductive learning and knowledge discovery as they pertain to database systems and the constraints that would be imposed on appropriate inductive learning algorithms is discussed. A formal method of defining induced dependencies (both static and temporal) is proposed as the inductive analogue to functional dependencies. The Boswell database system exemplifying some of these characteristics is also briefly discussed.
Cite this paper
Roddick, J. F., Craske, N., & Richards, T. (1996). Handling discovered structure in database systems. IEEE Transactions on Knowledge and Data Engineering, 8(2), 227–240. https://doi.org/10.1109/69.494163
Roddick, John F., et al. “Handling discovered structure in database systems.” IEEE Transactions on Knowledge and Data Engineering, vol. 8, no. 2, 1996, pp. 227–40, https://doi.org/10.1109/69.494163.
Roddick, John F., Noel Craske, and T.J. Richards. 1996. “Handling discovered structure in database systems.” IEEE Transactions on Knowledge and Data Engineering 8 (2): 227–40. https://doi.org/10.1109/69.494163.
Roddick, J.F., Craske, N. and Richards, T. (1996) ‘Handling discovered structure in database systems’, IEEE Transactions on Knowledge and Data Engineering, 8(2), pp. 227–240. Available at: https://doi.org/10.1109/69.494163.
@article{roddick1996handling,
title = {{Handling discovered structure in database systems}},
author = {Roddick, John F. and Craske, Noel and Richards, T.J.},
journal = {IEEE Transactions on Knowledge and Data Engineering},
volume = {8},
number = {2},
pages = {227--240},
year = {1996},
doi = {10.1109/69.494163}
}Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.